{"id":"W4236720860","doi":"10.1503/cmaj.109-2043","title":"Child pedestrians","year":2010,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Developing country; Pedestrian; Developed country; Computer science; Medicine; Environmental health; Economic growth; Transport engineering; Engineering; Population; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0006904016,0.0002138705,0.0002596768,0.0002882454,0.0002242854,0.0002193764,0.0003921603,0.004948817,0.00954926],"category_scores_gemma":[0.0006804367,0.0002234504,0.0001564971,0.0001551399,0.00002138798,0.00008358233,0.0000065415,0.01789162,0.0007602387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198283,"about_ca_system_score_gemma":0.001654313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003804486,"about_ca_topic_score_gemma":0.03572509,"domain_scores_codex":[0.9973367,0.00006832624,0.000436532,0.0001232265,0.001420996,0.0006142274],"domain_scores_gemma":[0.9983937,0.0001040692,0.0001274088,0.0001396607,0.000203349,0.001031845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[1.090556e-7,0.000001221435,0.0001757493,0.000009797315,0.00007095273,0.000683301,0.00003327919,0.00002751561,3.433438e-7,0.00001885328,0.9937458,0.005233074],"study_design_scores_gemma":[0.0002095011,0.000005286554,0.0002402918,0.00004884756,0.00002449505,0.0005244566,0.00001324074,0.002215335,6.043448e-7,0.00008665699,0.9963962,0.0002350818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002381619,0.000129546,0.0002566752,0.9446935,0.005811962,0.00007287513,0.0001039018,0.0001071724,0.04858617],"genre_scores_gemma":[0.001072999,0.0002818267,0.00008095085,0.9658402,0.02933957,0.000005921984,0.0002041622,0.00008766932,0.003086707],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04549946,"threshold_uncertainty_score":0.996343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003566577025317468,"score_gpt":0.1860176705969976,"score_spread":0.1824510935716801,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}